Discover Awesome MCP Servers

nano-banana-mcp

Generates images using Google's Gemini model, with options to save to file or return as base64 data URL.

MATLAB MCP Server

Cho phép thực thi mã MATLAB từ Python bằng cách sử dụng MATLAB Engine API, cho phép một phiên MATLAB được chia sẻ trên nhiều yêu cầu để tích hợp liền mạch với Claude Desktop.

SearchConsole.ai

Read-only MCP server for Google Search Console data, enabling search analytics, URL inspection, indexing diagnostics, and sitemap management through MCP clients.

mcp-server-sfmc

MCP server providing Salesforce Marketing Cloud language intelligence — AMPscript, SSJS, and GTL — as Model Context Protocol tools, resources, and prompts for AI-assisted development and code review.

coolify-mcp

MCP server for Coolify API that enables full deployment workflows from zero to production, including project, server, and application management.

ScopePilot MCP

A safe and bounded AI-agent security testing framework that enables authorized web security testing tasks like reconnaissance, attack surface inventory, and report drafting through MCP tools.

ck3-strategy-advisor

Enables Claude to read Crusader Kings III save files and retrieve strategic game information such as realm overview, military, succession, diplomacy, vassals, factions, and expansion options.

ZAP MCP Proxy

A lightweight MCP server that wraps OWASP ZAP's REST API as Model Context Protocol tools, enabling AI agents to perform automated security scanning.

PDF Utilities MCP

Enables AI assistants to read, create, merge, split, and edit PDF files through natural language commands in GitHub Copilot Chat.

Blender MCP Server

A lightweight HTTP server that exposes Blender's camera system for real-time image capture and scene interaction from external applications.

learn-mcp

An MCP server for agent-guided DSA practice that generates LeetCode-style problems and provides tutoring with escalating hints, concept explanations, and progress tracking.

itu-mcp

İTÜ MCP connects your ITU Ninova and OBS accounts to Claude, Cursor, Codex and other MCP clients, enabling natural language queries for courses, assignments, grades, and more.

AiDD MCP Server

Integrates Apple Notes with AI-powered task extraction and prioritization, enabling automatic processing of notes into actionable items and syncing across multiple productivity services like Google Tasks, Todoist, Notion, and more.

Linear Regression MCP

Một máy chủ MCP cho phép Claude huấn luyện mô hình hồi quy tuyến tính chỉ bằng cách tải lên một tệp CSV, xử lý toàn bộ quy trình ML từ tiền xử lý dữ liệu đến đánh giá mô hình.

code-review-mcp

Enables AI assistants to review GitHub and GitLab pull requests and merge requests, supporting multiple transports and custom review rules.

Swiss Health MCP Server

Provides AI assistants access to 1.6 million Swiss health insurance premium records from 55 insurers across 11 years (2016-2026), enabling price comparisons, historical analysis, and finding the cheapest insurance options based on location, age, and coverage preferences.

pexels-mcp-server

A Model Context Protocol server that provides access to the Pexels API for searching and retrieving photos, videos, and collections.

spectatty

Enables AI agents to spawn and interact with real terminal sessions, capturing screenshots of rendered TUI output and sharing live sessions for debugging.

Via

Enables routing context and execution across AI tools like Claude, Cursor, Windsurf, and ChatGPT with a shared memory, task board, and context bus, plus local file conversion.

Postman Tool Generation Server

Một máy chủ MCP tạo ra các công cụ AI agent từ các bộ sưu tập và yêu cầu Postman. Máy chủ này tích hợp với API Postman để chuyển đổi các điểm cuối API thành mã an toàn kiểu (type-safe code) có thể được sử dụng với nhiều framework AI khác nhau.

markd-mcp

A server that extracts clean Markdown from web pages using headless Chrome, reducing token usage by up to 90% for AI tools like Claude.

Auxen MCP

Provision private AI model endpoints (Llama 3.1, Qwen 2.5, Mistral) on dedicated GPUs, billed per minute. OAuth 2.1 + DCR.

document-intelligence-mcp

Local document intelligence for AI agents — extract text, detect tables, read metadata, analyze structure, search keywords, and detect language from PDF and DOCX files. No cloud API required, no API key needed.

Haven League

Enables human coaches to train AI agents to play Monopoly, with MCP tools for game actions, match hosting, and AI commentary.

Haiven MCP Server

Connects AI tools to your organization's Haiven prompts, allowing seamless access to expert-crafted prompts for user stories, code reviews, and more without switching apps.

RL-MCP

A Model Context Protocol server that provides AI models with structured access to external data and services, acting as a bridge between AI assistants and applications, databases, and APIs in a standardized, secure way.

lupaph-mcp

Philippine real estate data for AI agents — search verified listings, calculate transfer costs, and get accurate legal information via lupaph.com.

domin8

A deterministic MCP server that enforces auditable workflows by requiring AI agents to provide structured justifications and obtain human approval for file operations. It provides a secure, tamper-evident pipeline for tracking agent intent and codebase changes through cryptographic signatures and SQLite indexing.

mcp-server-hotw

AI-native URL shortener and paste handoff service for agents. Create short links, publish handoff pastes, resolve prior slugs, generate QR links, and find tagged artifacts across sessions.

etsy-mcp-server

This is a deployable remote MCP server that lets OpenAI Agent Builder connect directly to Etsy using Etsy OAuth 2.0 with PKCE.